MALL Tools and Strategies for Language Skills, Autonomy, and Digital Literacy: A Case Study of EFL TOEFL Preparation Classes
DOI:
https://doi.org/10.57235/ijedr.v5i1.9346Keywords:
mobile-assisted language learning; learner autonomy; digital literacy; TOEFL preparation; EFL higher educationAbstract
Mobile-assisted language learning (MALL) is now routine in Indonesian higher education, yet little is known about how students in test-preparation courses use specific apps and what they gain beyond test practice. This qualitative case study explored how six MALL tools (Socrative, EnglishScore, ELSA Speak, VOA Learning English, Listen English Practice, and Grammarly) supported the four language skills and shaped learner autonomy, motivation, and digital literacy among 77 undergraduate English education students in three TOEFL preparation classes at a state Islamic university in East Java, Indonesia. Data were collected through a questionnaire with closed and open-ended items, six classroom observations, and semi-structured interviews with 15 students. Qualitative data were analysed thematically following Braun and Clarke's six phases, and closed items were summarised descriptively. Most students reported gains in listening (85%), speaking confidence (76%), reading (70%), and writing accuracy (68%), which they attributed to immediate feedback, adjustable audio, and accessible authentic texts. Most also used the apps independently outside class (82%) and described feedback and visible progress as motivating. Digital literacy grew mainly in operational skills and, to a lesser extent, in evaluating feedback and online sources. Unstable connectivity, app crashes, and phone distractions limited these benefits. The findings suggest that MALL works best when teachers embed apps in structured blended routines that include goal setting, self-monitoring, and explicit digital literacy instruction. Because the evidence is self-reported and short term, longitudinal designs with performance measures are recommended.
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References
Asosiasi Penyelenggara Jasa Internet Indonesia. (2025). Profil internet Indonesia 2025. APJII.
Benson, P. (2011). Teaching and researching autonomy (2nd ed.). Pearson Education.
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77-101. https://doi.org/10.1191/1478088706qp063oa
Burston, J. (2014). MALL: The pedagogical challenges. Computer Assisted Language Learning, 27(4), 344-357. https://doi.org/10.1080/09588221.2014.914539
Burston, J. (2015). Twenty years of MALL project implementation: A meta-analysis of learning outcomes. ReCALL, 27(1), 4-20. https://doi.org/10.1017/S0958344014000159
Burston, J., & Giannakou, K. (2022). MALL language learning outcomes: A comprehensive meta-analysis 1994-2019. ReCALL, 34(2), 147-168. https://doi.org/10.1017/S0958344021000240
Chen, C.-M., & Hsu, S.-H. (2008). Personalized intelligent mobile learning system for supporting effective English learning. Educational Technology & Society, 11(3), 153-180.
Creswell, J. W., & Poth, C. N. (2018). Qualitative inquiry and research design: Choosing among five approaches (4th ed.). SAGE.
Deci, E. L., & Ryan, R. M. (2000). The "what" and "why" of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry, 11(4), 227-268. https://doi.org/10.1207/S15327965PLI1104_01
Dörnyei, Z. (2001). Motivational strategies in the language classroom. Cambridge University Press.
Dörnyei, Z., & Taguchi, T. (2010). Questionnaires in second language research: Construction, administration, and processing (2nd ed.). Routledge.
Duman, G., Orhon, G., & Gedik, N. (2015). Research trends in mobile assisted language learning from 2000 to 2012. ReCALL, 27(2), 197-216. https://doi.org/10.1017/S0958344014000287
Eshet-Alkalai, Y. (2004). Digital literacy: A conceptual framework for survival skills in the digital era. Journal of Educational Multimedia and Hypermedia, 13(1), 93-106.
Gikas, J., & Grant, M. M. (2013). Mobile computing devices in higher education: Student perspectives on learning with cellphones, smartphones and social media. The Internet and Higher Education, 19, 18-26. https://doi.org/10.1016/j.iheduc.2013.06.002
Godwin-Jones, R. (2022). Partnering with AI: Intelligent writing assistance and instructed language learning. Language Learning & Technology, 26(2), 5-24.
Godwin-Jones, R. (2024). Distributed agency in second language learning and teaching through generative AI. Language Learning & Technology, 28(2), 5-30. https://hdl.handle.net/10125/73570
Holec, H. (1981). Autonomy and foreign language learning. Pergamon.
JISC. (2014). Developing digital literacies. Jisc.
Kholis, A. (2021). Elsa Speak app: Automatic speech recognition (ASR) for supplementing English pronunciation skills. Pedagogy: Journal of English Language Teaching, 9(1), 1-14.
Koltovskaia, S. (2020). Student engagement with automated written corrective feedback (AWCF) provided by Grammarly: A multiple case study. Assessing Writing, 44, Article 100450. https://doi.org/10.1016/j.asw.2020.100450
Kukulska-Hulme, A., & Shield, L. (2008). An overview of mobile assisted language learning: From content delivery to supported collaboration and interaction. ReCALL, 20(3), 271-289. https://doi.org/10.1017/S0958344008000335
Kukulska-Hulme, A., & Viberg, O. (2018). Mobile collaborative language learning: State of the art. British Journal of Educational Technology, 49(2), 207-218. https://doi.org/10.1111/bjet.12580
Kvale, S., & Brinkmann, S. (2009). InterViews: Learning the craft of qualitative research interviewing (2nd ed.). SAGE.
Lai, C., & Zheng, D. (2018). Self-directed use of mobile devices for language learning beyond the classroom. ReCALL, 30(3), 299-318. https://doi.org/10.1017/S0958344017000258
Lincoln, Y. S., & Guba, E. G. (1985). Naturalistic inquiry. SAGE.
Little, D. (2007). Language learner autonomy: Some fundamental considerations revisited. Innovation in Language Learning and Teaching, 1(1), 14-29. https://doi.org/10.2167/illt040.0
Neri, A., Cucchiarini, C., & Strik, H. (2008). The effectiveness of computer-based speech corrective feedback for improving segmental quality in L2 Dutch. ReCALL, 20(2), 225-243. https://doi.org/10.1017/S0958344008000724
New London Group. (1996). A pedagogy of multiliteracies: Designing social futures. Harvard Educational Review, 66(1), 60-92.
Ng, W. (2012). Can we teach digital natives digital literacy? Computers & Education, 59(3), 1065-1078. https://doi.org/10.1016/j.compedu.2012.04.016
Patton, M. Q. (2015). Qualitative research and evaluation methods (4th ed.). SAGE.
Permatasari, S., & Lubis, Y. (2024). Enhancing pronunciation skills in EFL students through the ELSA Speak application. Indonesian EFL Journal, 10(2), 205-212. https://doi.org/10.25134/ieflj.v10i2.10137
Redecker, C. (2017). European framework for the digital competence of educators: DigCompEdu. Publications Office of the European Union. https://doi.org/10.2760/159770
Reinders, H., & White, C. (2016). 20 years of autonomy and technology: How far have we come and where to next? Language Learning & Technology, 20(2), 143-154.
Shalini Roy, S., & Gandhimathi, S. N. S. (2025). Self-directed learning for optimizing sustainable language learning via mobile assisted language learning: A systematic review. Frontiers in Education, 9, Article 1463721. https://doi.org/10.3389/feduc.2024.1463721
Stockwell, G. (2007). Vocabulary on the move: Investigating an intelligent mobile phone-based vocabulary tutor. Computer Assisted Language Learning, 20(4), 365-383. https://doi.org/10.1080/09588220701745817
Stockwell, G. (2008). Investigating learner preparedness for and usage patterns of mobile learning. ReCALL, 20(3), 253-270. https://doi.org/10.1017/S0958344008000232
Stockwell, G. (2010). Using mobile phones for vocabulary activities: Examining the effect of the platform. Language Learning & Technology, 14(2), 95-110. https://hdl.handle.net/10125/44216
Stockwell, G. (2022). Mobile assisted language learning: Concepts, contexts and challenges. Cambridge University Press.
Thornton, P., & Houser, C. (2005). Using mobile phones in English education in Japan. Journal of Computer Assisted Learning, 21(3), 217-228. https://doi.org/10.1111/j.1365-2729.2005.00129.x
Vandergrift, L., & Goh, C. C. M. (2012). Teaching and learning second language listening: Metacognition in action. Routledge.
Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.
Yang, Y., Wen, Y., & Song, Y. (2023). A systematic review of technology-enhanced self-regulated language learning. Educational Technology & Society, 26(1), 31-44. https://doi.org/10.30191/ETS.202301_26(1).0003
Yin, R. K. (2018). Case study research and applications: Design and methods (6th ed.). SAGE.
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